guangyizhangbci / PLL-Emotion-EEGLinks
IEEE Transactions on Affective Computing, 2025
☆20Updated 3 months ago
Alternatives and similar repositories for PLL-Emotion-EEG
Users that are interested in PLL-Emotion-EEG are comparing it to the libraries listed below
Sorting:
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆78Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆70Updated 2 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆130Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆41Updated 6 years ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆43Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆33Updated 2 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆69Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆118Updated 2 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆63Updated 2 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆55Updated 2 years ago
- ☆32Updated 2 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆93Updated 2 years ago
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆94Updated last week
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆80Updated 3 years ago
- EEG-based emotion classification using DEAP dataset☆150Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆115Updated 4 years ago
- Official PyTorch repository for multimodal emotion recognition wih hypercomplex models (ICASSPW 2023, RTSI 2024, MLSP 2024)☆76Updated 4 months ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆87Updated 6 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆133Updated 4 years ago
- Public Models considered for emotion estimation from EEG☆34Updated 3 years ago
- 硕士期间课题研究记录☆17Updated 2 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆110Updated 2 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆55Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆79Updated 3 years ago
- ☆12Updated this week
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆51Updated 3 months ago
- code for LMDA☆84Updated 2 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Updated 2 years ago
- DL model estimating vigilance levels using multimodal EEG and EOG☆29Updated 3 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆67Updated 5 months ago